Random Forest Nowcast and Forecast
Boosted Trees Nowcast and Forecast
Maxnet Trees Nowcast and Forecast
GAM Nowcast and Forecast
GLM Nowcast and Forecast
| model_type | accuracy | roc_auc | boyce_cont | brier_class | tss_max |
|---|---|---|---|---|---|
| rf | 0.9595142 | 0.9913553 | 0.9657607 | 0.0408659 | 0.9432521 |
| bt | 0.9338731 | 0.9790528 | 0.9488032 | 0.1159461 | 0.9066656 |
| maxnet | 0.6450742 | 0.7490002 | 0.9768555 | 0.2155335 | 0.4176761 |
| gam | 0.7152497 | 0.7794067 | 0.9687184 | 0.1742453 | 0.4216014 |
| glm | 0.6491228 | 0.7206509 | 0.8292078 | 0.1904216 | 0.4155612 |